layer int64 | feature_index int64 | description string | explanation string | top_examples list | top_examples_tks list | average_activation float64 | top_activating_tokens list | raw_explanation string | language_distribution dict | general_language_distribution dict | filename string |
|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 0 | Unknown | No explanation | [
"的药物采购债务 <<国民>> 性 并由此招致联合国秘书长古",
"税率首先有利于税基扩张2016年 <<全国>> 个人所得税首次突破一万亿元人民币",
"时 怎么打在去年 <<全国>> 两会上 人民币1元对0.",
"2017年中国开启 <<全国>> 碳排放 权交易市场的不断临近，加速完善",
"通过对1999年~2006年《美国 <<国民>> 健康与营养调查》",
"推选为 <<全国>> “最美家庭”。全国人大常委会副委员长、 <<全国>>",
"和高中组分别参加了2016 <<全国>> 大众创业万众创新活动周（",
"，中国儿童消费占家庭总支出的33%左右， <<全国>> 0—",
"马... | [
{
"activations": [
0,
0,
0,
0,
0,
0,
3.40234375,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 3.40234375,
"tokens": [
26024,
333,
40705,
42879,
85150,
175,
45910,
... | 2.029098 | [
{
"average_activation": 3.254171489197531,
"frequency": 81,
"token": "全国",
"token_id": 8917
},
{
"average_activation": 3.24404296875,
"frequency": 20,
"token": "国民",
"token_id": 45910
},
{
"average_activation": 3.2330729166666665,
"frequency": 3,
"token": "个国家",
... | {
"arb_Arab": null,
"cmn_Hani": 1,
"deu_Latn": null,
"eng": null,
"fra_Latn": null
} | {
"arb_Arab": 0.18048097128181181,
"cmn_Hani": 0.7076815316367032,
"deu_Latn": 0.09082418865281344,
"eng": 0.015409759514359094,
"fra_Latn": 0.005603548914312398
} | feature_0_complete.json | |
0 | 10,000 | Unknown | No explanation | [
", \" <<email@example.com\">> devient \"open h6Y office",
" Johanne Dion email <<@example.com>> Jeanne Corriveau et Clément Richard firstname",
" : 418 570-9716, email <<@example.com,>> Twitter :",
" Port-au-Prince email <<@example.com>> / +509 3701",
" Santa Clarita City Council and can be reached at e... | [
{
"activations": [
0,
0,
0,
6.8984375,
9.046875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 9.046875,
"tokens": [
103404,
16,
600,
13573,
36,
4663,
18,
1... | 6.801887 | [
{
"average_activation": 8.86749387254902,
"frequency": 102,
"token": "@",
"token_id": 36
},
{
"average_activation": 6.8955078125,
"frequency": 8,
"token": "email",
"token_id": 13573
}
] | {
"arb_Arab": 0.07,
"cmn_Hani": 0.28,
"deu_Latn": 0.12,
"eng": 0.37,
"fra_Latn": 0.16
} | {
"arb_Arab": 0.05566037735849057,
"cmn_Hani": 0.23962264150943396,
"deu_Latn": 0.2783018867924528,
"eng": 0.17547169811320754,
"fra_Latn": 0.2509433962264151
} | feature_10000_complete.json | |
0 | 10,001 | Unknown | No explanation | [
"分层， <<贴>> 好片。【设计】由90设计师独家设计。",
"绊人、招 <<贴>> 广告。既占空间让人厌烦，又",
"，在转 <<贴>> 该视频时选择html代码，在wordpress后台编辑",
"，以后到期再注册车只给白色 <<贴>> 纸覆盖到原来的上面",
" 请勿到处挖坑绊人、招 <<贴>> 广告。既占空间",
"栏目，广告、招 <<贴>> 上不再有可爱、幽默的形象，家中",
"墙上， <<贴>> 满便利 <<贴>> 。 Prezi是个云端的演示文",
"仔： <<本>> 版区严禁张 <<贴>> 个人相簿、部落格网址等",
"账号循环顶 <<贴>> ； 5.多账号循环切换账号顶 <... | [
{
"activations": [
0,
0,
0,
0,
3.505859375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 3.505859375,
"tokens": [
76732,
1316,
8116,
323,
12678,
1168,
2411,
... | 2.281419 | [
{
"average_activation": 3.412674753289474,
"frequency": 114,
"token": "贴",
"token_id": 12678
},
{
"average_activation": 2.44921875,
"frequency": 3,
"token": "本",
"token_id": 1318
}
] | {
"arb_Arab": null,
"cmn_Hani": 1,
"deu_Latn": null,
"eng": null,
"fra_Latn": null
} | {
"arb_Arab": 0.06531531531531531,
"cmn_Hani": 0.9186936936936937,
"deu_Latn": 0.003153153153153153,
"eng": 0.00472972972972973,
"fra_Latn": 0.008108108108108109
} | feature_10001_complete.json | |
0 | 10,002 | Unknown | No explanation | [
"非常近,... <<更多>> - 訂房選項： - TripAdvisor 非常榮幸能與 Booking.com, Expedia",
"菜單沒... <<更多>> - 訂房選項： - TripAdvisor 非常榮幸能與 Hotels.com,",
"高速快... <<更多>> 馬上免費註冊，並開始在獲得新評論",
"小),不過也還好啦,... <<更多>> - 訂房選項： - TripAdvisor 非常榮幸能與 Booking",
" these easy <<-to-make>> napkin rings, complete with coordinating lace borders",
... | [
{
"activations": [
0,
0,
0,
0,
4.2890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 4.2890625,
"tokens": [
33388,
5840,
2962,
33648,
55230,
699,
83477,
... | 3.43529 | [
{
"average_activation": 4.183795797413793,
"frequency": 58,
"token": "to",
"token_id": 4489
},
{
"average_activation": 4.204124273255814,
"frequency": 43,
"token": " 更多",
"token_id": 55230
}
] | {
"arb_Arab": 0.01,
"cmn_Hani": 0.43,
"deu_Latn": 0.03,
"eng": 0.49,
"fra_Latn": 0.04
} | {
"arb_Arab": 0.3241013553329405,
"cmn_Hani": 0.4236888626988804,
"deu_Latn": 0.02357100766057749,
"eng": 0.1979964643488509,
"fra_Latn": 0.030642309958750738
} | feature_10002_complete.json | |
0 | 10,003 | Unknown | No explanation | [
", emergency, interim or <<final>> protective order, an order of a tribal court",
" manage every detail of the pool installation process, from initial design to the <<final>>",
" struggling against school administrators over obstacles his peers automatically accepted, such as <<final>> exams",
"Pour Gedda\"... | [
{
"activations": [
0,
0,
0,
0,
0,
0,
7.13671875,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 7.13671875,
"tokens": [
29123,
16,
16309,
16,
74833,
509,
5502,
319... | 2.724667 | [
{
"average_activation": 6.995474938118812,
"frequency": 101,
"token": " final",
"token_id": 5502
},
{
"average_activation": 4.375,
"frequency": 1,
"token": " Finally",
"token_id": 35778
}
] | {
"arb_Arab": null,
"cmn_Hani": null,
"deu_Latn": null,
"eng": 0.67,
"fra_Latn": 0.33
} | {
"arb_Arab": 0.20321001088139282,
"cmn_Hani": 0.11493471164309031,
"deu_Latn": 0.20389009793253537,
"eng": 0.1365614798694233,
"fra_Latn": 0.3414036996735582
} | feature_10003_complete.json | |
0 | 10,004 | Reference information | This feature activates on words related to providing or consulting information as a reference. | [
" autobi <<ographies, reference>> books, discographies, critical works, histories, and",
" volume is a comprehensive sensor <<reference>> guide to be used by engineers and scientists in",
" as a video <<reference,>> which makes life easier in many cases. iPi",
" SEO. formation <<referencement>> seo Le mod... | [
{
"activations": [
0,
0,
0,
0,
3.11328125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 3.11328125,
"tokens": [
300,
69394,
39402,
16,
20439,
12591,
16,
19... | 1.948574 | [
{
"average_activation": 3.003157552083333,
"frequency": 60,
"token": " reference",
"token_id": 20439
},
{
"average_activation": 2.95009765625,
"frequency": 40,
"token": "FC",
"token_id": 12356
}
] | \]
[DESCRIPTION]: Reference information
[EXPLANATION]: This feature activates on words related to providing or consulting information as a reference. | {
"arb_Arab": 0.05,
"cmn_Hani": 0.16,
"deu_Latn": 0.07,
"eng": 0.67,
"fra_Latn": 0.05
} | {
"arb_Arab": 0.10990067286126241,
"cmn_Hani": 0.5363665491829542,
"deu_Latn": 0.23838513297020186,
"eng": 0.08362704261454662,
"fra_Latn": 0.031720602371034926
} | feature_10004_complete.json |
0 | 10,005 | Unknown | No explanation | [" under the bed. 3. Humans Deliver the Goods <<Cyber-criminals>>"," vielen Händlern noch nicht ein(...TRUNCATED) | [{"activations":[-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,3.197265625,-0.0,0.0,-0.(...TRUNCATED) | 1.83039 | [{"average_activation":3.0336100260416665,"frequency":48,"token":" Cyber","token_id":31948},{"averag(...TRUNCATED) | {
"arb_Arab": 0.11,
"cmn_Hani": 0.02,
"deu_Latn": 0.35,
"eng": 0.24,
"fra_Latn": 0.28
} | {"arb_Arab":0.06920217329139262,"cmn_Hani":0.114097798112668,"deu_Latn":0.41692879611095224,"eng":0.(...TRUNCATED) | feature_10005_complete.json | |
0 | 10,006 | Unknown | No explanation | [" :- <<( 20.>> Oktober 2014 Alles Bestens tolles Teil, wie gezeigt,","<<20.07.2013>> - 14:45 Sams(...TRUNCATED) | [{"activations":[-0.0,-0.0,-0.0,4.4140625,0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0(...TRUNCATED) | 2.817706 | [{"average_activation":4.264862351190477,"frequency":105,"token":" 20","token_id":1132},{"average_ac(...TRUNCATED) | {
"arb_Arab": 0.28,
"cmn_Hani": 0.14,
"deu_Latn": 0.27,
"eng": 0.12,
"fra_Latn": 0.19
} | {"arb_Arab":0.183739837398374,"cmn_Hani":0.25510388437217707,"deu_Latn":0.2093044263775971,"eng":0.1(...TRUNCATED) | feature_10006_complete.json | |
0 | 10,007 | Unknown | No explanation | ["的 Michael 还要加上有 <<理想>> 和不言败的特质, 鼓舞","賺到 <<理想>> 的金錢(...TRUNCATED) | [{"activations":[-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0,15.1640625,-0.0,0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0](...TRUNCATED) | 5.726004 | [
{
"average_activation": 14.749088541666667,
"frequency": 60,
"token": "理想",
"token_id": 27531
}
] | {
"arb_Arab": null,
"cmn_Hani": 0.79,
"deu_Latn": 0.08,
"eng": 0.13,
"fra_Latn": null
} | {"arb_Arab":0.05952380952380952,"cmn_Hani":0.5714285714285714,"deu_Latn":0.1865079365079365,"eng":0.(...TRUNCATED) | feature_10007_complete.json | |
0 | 10,008 | Unknown | No explanation | [" Termin: - <<Sonntag>> den 01.09.2013 ab 13:30h"," Am <<Sonntag>> präsentierten sich die Brasil(...TRUNCATED) | [{"activations":[0.0,-0.0,0.0,0.0,5.046875,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"max_val":5.(...TRUNCATED) | 2.859229 | [
{
"average_activation": 4.916858149509804,
"frequency": 102,
"token": " Sonntag",
"token_id": 13054
}
] | {
"arb_Arab": null,
"cmn_Hani": null,
"deu_Latn": 1,
"eng": null,
"fra_Latn": null
} | {"arb_Arab":0.24827305973181635,"cmn_Hani":0.3620479479886225,"deu_Latn":0.30922389272653394,"eng":0(...TRUNCATED) | feature_10008_complete.json |
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GPT2 Multilingual 20% AutoInterp Features
This dataset contains feature interpretations for GPT2 Multilingual model with 20% sparsity.
Structure
data/layer0.parquet- Features for layer 0data/layer1.parquet- Features for layer 1- ...
data/layer11.parquet- Features for layer 11
Each parquet file contains feature interpretation data including:
- Feature activations
- Top examples
- Interpretations
- And other feature analysis data
Usage
from datasets import load_dataset
# Load specific layer
dataset = load_dataset("fdraye/autointerp-gpt2-multilingual-20", data_files="data/layer0.parquet")
# Load all layers
dataset = load_dataset("fdraye/autointerp-gpt2-multilingual-20", data_files="data/*.parquet")
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